Shu Zhao | Pennsylvania State University

About Me

I am a Ph.D. student at Pennsylvania State University, advised by Prof. Vijaykrishnan Narayanan. Previously, I received M.E. degree from University of Chinese Academy of Sciences, advised by Prof. Bo Li, and B.E. degree from Anhui University.

I was fortunate to work with brilliant people: Dr. Tan Yu at NVIDIA; Dr. Xiaoshuai Hao at Samsung Research China; Prof. Dayan Wu at Institute of Information Engineering, Chinese Academy of Sciences.

Research Interests

Multimodal Retrieval-Augmented Generation
Vision & Language

News

[Aug. 2024] We submitted a paper about Low-Resouce Adaptation for Image Retrieval.
[Aug. 2024] We submitted a paper about Robustness of Autonomous Driving under Missing Views.
[Aug. 2024] We submitted a paper about Continual Missing Modality Learning.
[Jul. 2024] We submitted a paper about Multi-Sensor Fusion for Autonomous Driving.

Preprints

arXiv

Reconstruct before Query: Continual Missing Modality Learning with Decomposed Prompt Collaboration

Shu Zhao, Xiaohan Zou, Tan Yu, Huijuan Xu

arXiv:2403.11373. 2024.

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arXiv

Less is More: Toward Zero-Shot Local Scene Graph Generation via Foundation Models

Shu Zhao, Huijuan Xu

arXiv:2310.01356. 2023.

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Papers

NeurIPS Workshop

NEUCORE: Neural Concept Reasoning for Composed Image Retrieval

Shu Zhao, Huijuan Xu

UniReps Workshop @ Neural Information Processing Systems (NeurIPS), 2023

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IJCAI

Rescuing Deep Hashing from Dead Bits Problem

Shu Zhao, Dayan Wu, Yucan Zhou, Bo Li, Weiping Wang

International Joint Conference on Artificial Intelligence (IJCAI), 2021.

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ACM MM

Asymmetric Deep Hashing for Efficient Hash Code Compression

Shu Zhao, Dayan Wu, Wanqian Zhang, Yu Zhou, Bo Li, Weiping Wang

ACM International Conference on Multimedia (ACM MM), 2020.

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Services

Conference Reviewers

Teaching Assistant

Deep Learning for Computer Vision, Undergraduate, Spring 2024
Vision and Language, Graduate, Fall 2023